The root cause was because of the number of CPUs on this machine (80 CPUs). The Ambari webserver hangs when the CPU count is too high – presumably because it is doing some sort of a thread calculation based on the CPU count, and choking itself to death. I disabled 60 of the 80 CPUs, bounced Ambari, and then it started ok.
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